Train Epoch: 00 [0000/1427 (0%)] Rec: 22712.930, KLD: 0.094250, Loss: 22713.023438
Train Epoch: 00 [0192/1427 (13%)] Rec: 22564.582, KLD: 0.905385, Loss: 22565.488281
Train Epoch: 00 [0384/1427 (26%)] Rec: 22138.527, KLD: 0.892859, Loss: 22139.419922
Train Epoch: 00 [0576/1427 (39%)] Rec: 20730.227, KLD: 0.825524, Loss: 20731.052734
Train Epoch: 00 [0768/1427 (52%)] Rec: 19403.469, KLD: 0.429153, Loss: 19403.898438
Train Epoch: 00 [0960/1427 (65%)] Rec: 19174.643, KLD: 0.771880, Loss: 19175.414062
Train Epoch: 00 [1152/1427 (78%)] Rec: 18021.965, KLD: 0.834465, Loss: 18022.798828
Train Epoch: 00 [1344/1427 (91%)] Rec: 17730.959, KLD: 0.244379, Loss: 17731.203125
====> Epoch: 00 Average loss: 326.82477
Training time for epoch: 35.85s
======================================================
Train Epoch: 01 [0000/1427 (0%)] Rec: 17249.211, KLD: 0.482798, Loss: 17249.693359
Train Epoch: 01 [0192/1427 (13%)] Rec: 16569.338, KLD: 0.223517, Loss: 16569.560547
Train Epoch: 01 [0384/1427 (26%)] Rec: 15540.149, KLD: 0.429153, Loss: 15540.578125
Train Epoch: 01 [0576/1427 (39%)] Rec: 13940.895, KLD: 0.303984, Loss: 13941.198242
Train Epoch: 01 [0768/1427 (52%)] Rec: 13267.347, KLD: 0.169873, Loss: 13267.516602
Train Epoch: 01 [0960/1427 (65%)] Rec: 12970.047, KLD: 0.199676, Loss: 12970.246094
Train Epoch: 01 [1152/1427 (78%)] Rec: 11841.427, KLD: 0.077486, Loss: 11841.503906
Train Epoch: 01 [1344/1427 (91%)] Rec: 11541.532, KLD: 0.047684, Loss: 11541.580078
====> Epoch: 01 Average loss: 226.22622
Training time for epoch: 27.58s
======================================================
Train Epoch: 02 [0000/1427 (0%)] Rec: 11321.208, KLD: 0.080466, Loss: 11321.288086
Train Epoch: 02 [0192/1427 (13%)] Rec: 11229.955, KLD: 0.032783, Loss: 11229.988281
Train Epoch: 02 [0384/1427 (26%)] Rec: 10918.050, KLD: 0.038743, Loss: 10918.088867
Train Epoch: 02 [0576/1427 (39%)] Rec: 10082.676, KLD: 0.044703, Loss: 10082.720703
Train Epoch: 02 [0768/1427 (52%)] Rec: 9911.516, KLD: 0.032783, Loss: 9911.548828
Train Epoch: 02 [0960/1427 (65%)] Rec: 9504.358, KLD: 0.035763, Loss: 9504.394531
Train Epoch: 02 [1152/1427 (78%)] Rec: 8562.382, KLD: 0.008941, Loss: 8562.390625
Train Epoch: 02 [1344/1427 (91%)] Rec: 8821.342, KLD: 0.062585, Loss: 8821.404297
====> Epoch: 02 Average loss: 161.64693
Training time for epoch: 27.69s
======================================================
Train Epoch: 03 [0000/1427 (0%)] Rec: 8548.026, KLD: 0.032783, Loss: 8548.059570
Train Epoch: 03 [0192/1427 (13%)] Rec: 8343.333, KLD: -0.008941, Loss: 8343.324219
Train Epoch: 03 [0384/1427 (26%)] Rec: 7840.441, KLD: 0.017881, Loss: 7840.458984
Train Epoch: 03 [0576/1427 (39%)] Rec: 7396.571, KLD: -0.000000, Loss: 7396.571289
Train Epoch: 03 [0768/1427 (52%)] Rec: 7187.246, KLD: 0.014901, Loss: 7187.261230
Train Epoch: 03 [0960/1427 (65%)] Rec: 6879.298, KLD: 0.074506, Loss: 6879.372559
Train Epoch: 03 [1152/1427 (78%)] Rec: 6280.306, KLD: -0.032783, Loss: 6280.272949
Train Epoch: 03 [1344/1427 (91%)] Rec: 7454.211, KLD: -0.002980, Loss: 7454.208008
====> Epoch: 03 Average loss: 120.12005
Training time for epoch: 27.28s
======================================================
Train Epoch: 04 [0000/1427 (0%)] Rec: 6479.132, KLD: 0.041723, Loss: 6479.173828
Train Epoch: 04 [0192/1427 (13%)] Rec: 6388.413, KLD: 0.008941, Loss: 6388.421875
Train Epoch: 04 [0384/1427 (26%)] Rec: 5963.763, KLD: 0.059605, Loss: 5963.822266
Train Epoch: 04 [0576/1427 (39%)] Rec: 6121.760, KLD: 0.050664, Loss: 6121.810547
Train Epoch: 04 [0768/1427 (52%)] Rec: 5953.533, KLD: 0.005960, Loss: 5953.539062
Train Epoch: 04 [0960/1427 (65%)] Rec: 5809.315, KLD: 0.005960, Loss: 5809.321289
Train Epoch: 04 [1152/1427 (78%)] Rec: 5430.664, KLD: 0.050664, Loss: 5430.714844
Train Epoch: 04 [1344/1427 (91%)] Rec: 6733.854, KLD: 0.023842, Loss: 6733.878418
====> Epoch: 04 Average loss: 98.64484
Training time for epoch: 27.07s
======================================================
Train Epoch: 05 [0000/1427 (0%)] Rec: 5670.837, KLD: 0.083447, Loss: 5670.920898
Train Epoch: 05 [0192/1427 (13%)] Rec: 5704.775, KLD: -0.032783, Loss: 5704.742676
Train Epoch: 05 [0384/1427 (26%)] Rec: 5367.868, KLD: 0.110269, Loss: 5367.978027
Train Epoch: 05 [0576/1427 (39%)] Rec: 5523.396, KLD: 0.029802, Loss: 5523.425781
Train Epoch: 05 [0768/1427 (52%)] Rec: 5376.932, KLD: 0.035763, Loss: 5376.967773
Train Epoch: 05 [0960/1427 (65%)] Rec: 5323.840, KLD: 0.035763, Loss: 5323.875488
Train Epoch: 05 [1152/1427 (78%)] Rec: 5061.732, KLD: 0.017881, Loss: 5061.750488
Train Epoch: 05 [1344/1427 (91%)] Rec: 5964.813, KLD: 0.032783, Loss: 5964.846191
====> Epoch: 05 Average loss: 89.01162
Training time for epoch: 27.08s
======================================================
Train Epoch: 06 [0000/1427 (0%)] Rec: 5312.695, KLD: 0.047684, Loss: 5312.743164
Train Epoch: 06 [0192/1427 (13%)] Rec: 5302.816, KLD: 0.014901, Loss: 5302.831543
Train Epoch: 06 [0384/1427 (26%)] Rec: 5044.586, KLD: 0.047684, Loss: 5044.634277
Train Epoch: 06 [0576/1427 (39%)] Rec: 5208.708, KLD: 0.041723, Loss: 5208.749023
Train Epoch: 06 [0768/1427 (52%)] Rec: 5134.695, KLD: 0.023842, Loss: 5134.718750
Train Epoch: 06 [0960/1427 (65%)] Rec: 5074.701, KLD: 0.032783, Loss: 5074.733887
Train Epoch: 06 [1152/1427 (78%)] Rec: 4764.527, KLD: -0.026822, Loss: 4764.500000
Train Epoch: 06 [1344/1427 (91%)] Rec: 5732.596, KLD: 0.053644, Loss: 5732.649414
====> Epoch: 06 Average loss: 84.11738
Training time for epoch: 27.14s
======================================================
Train Epoch: 07 [0000/1427 (0%)] Rec: 5077.019, KLD: 0.023842, Loss: 5077.042969
Train Epoch: 07 [0192/1427 (13%)] Rec: 5159.650, KLD: 0.023842, Loss: 5159.674316
Train Epoch: 07 [0384/1427 (26%)] Rec: 4870.826, KLD: 0.014901, Loss: 4870.840820
Train Epoch: 07 [0576/1427 (39%)] Rec: 5013.411, KLD: 0.020862, Loss: 5013.431641
Train Epoch: 07 [0768/1427 (52%)] Rec: 5011.662, KLD: -0.008941, Loss: 5011.653320
Train Epoch: 07 [0960/1427 (65%)] Rec: 4965.344, KLD: -0.005960, Loss: 4965.338379
Train Epoch: 07 [1152/1427 (78%)] Rec: 4641.624, KLD: 0.014901, Loss: 4641.639160
Train Epoch: 07 [1344/1427 (91%)] Rec: 5570.546, KLD: 0.014901, Loss: 5570.561035
====> Epoch: 07 Average loss: 81.62963
Training time for epoch: 27.04s
======================================================
Train Epoch: 08 [0000/1427 (0%)] Rec: 4939.741, KLD: 0.002980, Loss: 4939.744141
Train Epoch: 08 [0192/1427 (13%)] Rec: 5044.171, KLD: 0.017881, Loss: 5044.188965
Train Epoch: 08 [0384/1427 (26%)] Rec: 4771.714, KLD: 0.026822, Loss: 4771.740723
Train Epoch: 08 [0576/1427 (39%)] Rec: 4913.103, KLD: 0.005960, Loss: 4913.108398
Train Epoch: 08 [0768/1427 (52%)] Rec: 4903.656, KLD: 0.041723, Loss: 4903.697754
Train Epoch: 08 [0960/1427 (65%)] Rec: 4859.773, KLD: -0.000000, Loss: 4859.773438
Train Epoch: 08 [1152/1427 (78%)] Rec: 4584.717, KLD: -0.002980, Loss: 4584.713867
Train Epoch: 08 [1344/1427 (91%)] Rec: 5574.780, KLD: 0.029802, Loss: 5574.809570
====> Epoch: 08 Average loss: 80.15231
Training time for epoch: 27.63s
======================================================
Train Epoch: 09 [0000/1427 (0%)] Rec: 4852.171, KLD: 0.005960, Loss: 4852.177246
Train Epoch: 09 [0192/1427 (13%)] Rec: 4972.879, KLD: 0.035763, Loss: 4972.914551
Train Epoch: 09 [0384/1427 (26%)] Rec: 4703.804, KLD: 0.020862, Loss: 4703.824707
Train Epoch: 09 [0576/1427 (39%)] Rec: 4867.156, KLD: 0.038743, Loss: 4867.194824
Train Epoch: 09 [0768/1427 (52%)] Rec: 4846.809, KLD: 0.023842, Loss: 4846.832520
Train Epoch: 09 [0960/1427 (65%)] Rec: 4784.922, KLD: 0.002980, Loss: 4784.925293
Train Epoch: 09 [1152/1427 (78%)] Rec: 4497.622, KLD: -0.000000, Loss: 4497.622070
Train Epoch: 09 [1344/1427 (91%)] Rec: 5500.845, KLD: -0.005960, Loss: 5500.839355
====> Epoch: 09 Average loss: 78.94528
Training time for epoch: 30.39s
======================================================
Train Epoch: 10 [0000/1427 (0%)] Rec: 4775.886, KLD: 0.008941, Loss: 4775.895020
Train Epoch: 10 [0192/1427 (13%)] Rec: 4891.505, KLD: -0.002980, Loss: 4891.501953
Train Epoch: 10 [0384/1427 (26%)] Rec: 4651.389, KLD: -0.005960, Loss: 4651.382812
Train Epoch: 10 [0576/1427 (39%)] Rec: 4799.814, KLD: -0.000000, Loss: 4799.814453
Train Epoch: 10 [0768/1427 (52%)] Rec: 4774.164, KLD: 0.044703, Loss: 4774.208984
Train Epoch: 10 [0960/1427 (65%)] Rec: 4723.945, KLD: -0.000000, Loss: 4723.945312
Train Epoch: 10 [1152/1427 (78%)] Rec: 4453.648, KLD: 0.008941, Loss: 4453.657227
Train Epoch: 10 [1344/1427 (91%)] Rec: 5517.119, KLD: -0.000000, Loss: 5517.118652
====> Epoch: 10 Average loss: 78.00311
Training time for epoch: 28.17s
======================================================
Train Epoch: 11 [0000/1427 (0%)] Rec: 4706.691, KLD: 0.029802, Loss: 4706.721191
Train Epoch: 11 [0192/1427 (13%)] Rec: 4827.961, KLD: 0.047684, Loss: 4828.008789
Train Epoch: 11 [0384/1427 (26%)] Rec: 4598.950, KLD: 0.002980, Loss: 4598.953125
Train Epoch: 11 [0576/1427 (39%)] Rec: 4758.981, KLD: 0.020862, Loss: 4759.002441
Train Epoch: 11 [0768/1427 (52%)] Rec: 4689.386, KLD: 0.047684, Loss: 4689.433594
Train Epoch: 11 [0960/1427 (65%)] Rec: 4657.137, KLD: 0.026822, Loss: 4657.163574
Train Epoch: 11 [1152/1427 (78%)] Rec: 4397.353, KLD: -0.005960, Loss: 4397.347168
Train Epoch: 11 [1344/1427 (91%)] Rec: 5467.467, KLD: 0.020862, Loss: 5467.488281
====> Epoch: 11 Average loss: 77.06505
Training time for epoch: 27.50s
======================================================
Train Epoch: 12 [0000/1427 (0%)] Rec: 4680.294, KLD: 0.035763, Loss: 4680.330078
Train Epoch: 12 [0192/1427 (13%)] Rec: 4749.666, KLD: 0.011921, Loss: 4749.677246
Train Epoch: 12 [0384/1427 (26%)] Rec: 4560.227, KLD: 0.032783, Loss: 4560.259766
Train Epoch: 12 [0576/1427 (39%)] Rec: 4702.076, KLD: 0.011921, Loss: 4702.087891
Train Epoch: 12 [0768/1427 (52%)] Rec: 4653.309, KLD: -0.008941, Loss: 4653.300293
Train Epoch: 12 [0960/1427 (65%)] Rec: 4615.877, KLD: 0.056624, Loss: 4615.933594
Train Epoch: 12 [1152/1427 (78%)] Rec: 4350.156, KLD: 0.008941, Loss: 4350.165039
Train Epoch: 12 [1344/1427 (91%)] Rec: 5387.752, KLD: 0.059605, Loss: 5387.811523
====> Epoch: 12 Average loss: 76.21603
Training time for epoch: 27.78s
======================================================
Train Epoch: 13 [0000/1427 (0%)] Rec: 4637.729, KLD: 0.053644, Loss: 4637.782227
Train Epoch: 13 [0192/1427 (13%)] Rec: 4690.195, KLD: 0.008941, Loss: 4690.204102
Train Epoch: 13 [0384/1427 (26%)] Rec: 4524.246, KLD: 0.032783, Loss: 4524.278809
Train Epoch: 13 [0576/1427 (39%)] Rec: 4629.872, KLD: 0.008941, Loss: 4629.880859
Train Epoch: 13 [0768/1427 (52%)] Rec: 4603.085, KLD: 0.014901, Loss: 4603.100098
Train Epoch: 13 [0960/1427 (65%)] Rec: 4547.033, KLD: 0.032783, Loss: 4547.065430
Train Epoch: 13 [1152/1427 (78%)] Rec: 4323.325, KLD: 0.005960, Loss: 4323.330566
Train Epoch: 13 [1344/1427 (91%)] Rec: 5280.694, KLD: 0.026822, Loss: 5280.721191
====> Epoch: 13 Average loss: 75.37578
Training time for epoch: 27.85s
======================================================
Train Epoch: 14 [0000/1427 (0%)] Rec: 4583.904, KLD: 0.047684, Loss: 4583.952148
Train Epoch: 14 [0192/1427 (13%)] Rec: 4634.219, KLD: -0.000000, Loss: 4634.218750
Train Epoch: 14 [0384/1427 (26%)] Rec: 4506.173, KLD: 0.014901, Loss: 4506.188477
Train Epoch: 14 [0576/1427 (39%)] Rec: 4581.875, KLD: -0.002980, Loss: 4581.872070
Train Epoch: 14 [0768/1427 (52%)] Rec: 4557.595, KLD: -0.005960, Loss: 4557.589355
Train Epoch: 14 [0960/1427 (65%)] Rec: 4490.820, KLD: 0.008941, Loss: 4490.829102
Train Epoch: 14 [1152/1427 (78%)] Rec: 4279.041, KLD: 0.038743, Loss: 4279.079590
Train Epoch: 14 [1344/1427 (91%)] Rec: 5220.089, KLD: -0.023842, Loss: 5220.065430
====> Epoch: 14 Average loss: 74.70104
Training time for epoch: 27.55s
======================================================
Train Epoch: 15 [0000/1427 (0%)] Rec: 4525.348, KLD: 0.053644, Loss: 4525.401855
Train Epoch: 15 [0192/1427 (13%)] Rec: 4588.120, KLD: 0.071526, Loss: 4588.190918
Train Epoch: 15 [0384/1427 (26%)] Rec: 4462.256, KLD: 0.017881, Loss: 4462.273926
Train Epoch: 15 [0576/1427 (39%)] Rec: 4552.113, KLD: 0.014901, Loss: 4552.127930
Train Epoch: 15 [0768/1427 (52%)] Rec: 4504.563, KLD: 0.020862, Loss: 4504.584473
Train Epoch: 15 [0960/1427 (65%)] Rec: 4466.461, KLD: -0.020862, Loss: 4466.439941
Train Epoch: 15 [1152/1427 (78%)] Rec: 4235.850, KLD: 0.038743, Loss: 4235.888184
Train Epoch: 15 [1344/1427 (91%)] Rec: 5255.308, KLD: 0.005960, Loss: 5255.313477
====> Epoch: 15 Average loss: 74.12512
Training time for epoch: 27.74s
======================================================
Train Epoch: 16 [0000/1427 (0%)] Rec: 4483.449, KLD: 0.014901, Loss: 4483.464355
Train Epoch: 16 [0192/1427 (13%)] Rec: 4560.915, KLD: 0.008941, Loss: 4560.923828
Train Epoch: 16 [0384/1427 (26%)] Rec: 4432.513, KLD: 0.008941, Loss: 4432.521973
Train Epoch: 16 [0576/1427 (39%)] Rec: 4526.313, KLD: 0.020862, Loss: 4526.333984
Train Epoch: 16 [0768/1427 (52%)] Rec: 4483.000, KLD: -0.008941, Loss: 4482.991211
Train Epoch: 16 [0960/1427 (65%)] Rec: 4412.695, KLD: 0.029802, Loss: 4412.725098
Train Epoch: 16 [1152/1427 (78%)] Rec: 4199.330, KLD: 0.074506, Loss: 4199.404785
Train Epoch: 16 [1344/1427 (91%)] Rec: 5233.969, KLD: 0.026822, Loss: 5233.995605
====> Epoch: 16 Average loss: 73.64673
Training time for epoch: 27.99s
======================================================
Train Epoch: 17 [0000/1427 (0%)] Rec: 4454.730, KLD: 0.083447, Loss: 4454.813965
Train Epoch: 17 [0192/1427 (13%)] Rec: 4534.180, KLD: 0.035763, Loss: 4534.215820
Train Epoch: 17 [0384/1427 (26%)] Rec: 4418.998, KLD: 0.029802, Loss: 4419.027344
Train Epoch: 17 [0576/1427 (39%)] Rec: 4520.135, KLD: 0.035763, Loss: 4520.170898
Train Epoch: 17 [0768/1427 (52%)] Rec: 4445.585, KLD: 0.029802, Loss: 4445.614746
Train Epoch: 17 [0960/1427 (65%)] Rec: 4384.638, KLD: 0.026822, Loss: 4384.665039
Train Epoch: 17 [1152/1427 (78%)] Rec: 4188.834, KLD: 0.035763, Loss: 4188.869629
Train Epoch: 17 [1344/1427 (91%)] Rec: 5213.080, KLD: -0.000000, Loss: 5213.080078
====> Epoch: 17 Average loss: 73.37893
Training time for epoch: 28.25s
======================================================
Train Epoch: 18 [0000/1427 (0%)] Rec: 4422.874, KLD: 0.032783, Loss: 4422.906738
Train Epoch: 18 [0192/1427 (13%)] Rec: 4476.388, KLD: 0.059605, Loss: 4476.447754
Train Epoch: 18 [0384/1427 (26%)] Rec: 4416.237, KLD: 0.080466, Loss: 4416.317383
Train Epoch: 18 [0576/1427 (39%)] Rec: 4512.427, KLD: 0.023842, Loss: 4512.451172
Train Epoch: 18 [0768/1427 (52%)] Rec: 4425.440, KLD: 0.002980, Loss: 4425.443359
Train Epoch: 18 [0960/1427 (65%)] Rec: 4349.071, KLD: 0.020862, Loss: 4349.092285
Train Epoch: 18 [1152/1427 (78%)] Rec: 4170.085, KLD: 0.035763, Loss: 4170.120605
Train Epoch: 18 [1344/1427 (91%)] Rec: 5190.483, KLD: 0.005960, Loss: 5190.489258
====> Epoch: 18 Average loss: 72.97825
Training time for epoch: 28.26s
======================================================
Train Epoch: 19 [0000/1427 (0%)] Rec: 4410.044, KLD: 0.029802, Loss: 4410.073730
Train Epoch: 19 [0192/1427 (13%)] Rec: 4441.207, KLD: 0.044703, Loss: 4441.251953
Train Epoch: 19 [0384/1427 (26%)] Rec: 4380.339, KLD: -0.020862, Loss: 4380.317871
Train Epoch: 19 [0576/1427 (39%)] Rec: 4495.019, KLD: 0.020862, Loss: 4495.039551
Train Epoch: 19 [0768/1427 (52%)] Rec: 4390.853, KLD: -0.008941, Loss: 4390.843750
Train Epoch: 19 [0960/1427 (65%)] Rec: 4328.123, KLD: 0.029802, Loss: 4328.152832
Train Epoch: 19 [1152/1427 (78%)] Rec: 4139.092, KLD: 0.047684, Loss: 4139.139648
Train Epoch: 19 [1344/1427 (91%)] Rec: 5219.827, KLD: 0.008941, Loss: 5219.835938
====> Epoch: 19 Average loss: 72.61802
Training time for epoch: 28.28s
======================================================
Train Epoch: 20 [0000/1427 (0%)] Rec: 4379.958, KLD: 0.035763, Loss: 4379.993652
Train Epoch: 20 [0192/1427 (13%)] Rec: 4427.777, KLD: 0.035763, Loss: 4427.812988
Train Epoch: 20 [0384/1427 (26%)] Rec: 4352.665, KLD: 0.011921, Loss: 4352.676758
Train Epoch: 20 [0576/1427 (39%)] Rec: 4475.310, KLD: -0.005960, Loss: 4475.303711
Train Epoch: 20 [0768/1427 (52%)] Rec: 4389.233, KLD: 0.026822, Loss: 4389.259766
Train Epoch: 20 [0960/1427 (65%)] Rec: 4298.925, KLD: 0.008941, Loss: 4298.934082
Train Epoch: 20 [1152/1427 (78%)] Rec: 4125.768, KLD: 0.008941, Loss: 4125.776855
Train Epoch: 20 [1344/1427 (91%)] Rec: 5204.406, KLD: -0.017881, Loss: 5204.388184
====> Epoch: 20 Average loss: 72.39108
Training time for epoch: 28.26s
======================================================
Train Epoch: 21 [0000/1427 (0%)] Rec: 4347.938, KLD: 0.065565, Loss: 4348.002930
Train Epoch: 21 [0192/1427 (13%)] Rec: 4382.589, KLD: 0.035763, Loss: 4382.625000
Train Epoch: 21 [0384/1427 (26%)] Rec: 4334.328, KLD: 0.029802, Loss: 4334.357910
Train Epoch: 21 [0576/1427 (39%)] Rec: 4475.529, KLD: 0.008941, Loss: 4475.537598
Train Epoch: 21 [0768/1427 (52%)] Rec: 4364.528, KLD: 0.005960, Loss: 4364.533691
Train Epoch: 21 [0960/1427 (65%)] Rec: 4269.968, KLD: 0.026822, Loss: 4269.994629
Train Epoch: 21 [1152/1427 (78%)] Rec: 4100.060, KLD: 0.047684, Loss: 4100.107422
Train Epoch: 21 [1344/1427 (91%)] Rec: 5168.366, KLD: -0.032783, Loss: 5168.333496
====> Epoch: 21 Average loss: 72.00647
Training time for epoch: 28.16s
======================================================
Train Epoch: 22 [0000/1427 (0%)] Rec: 4342.573, KLD: 0.014901, Loss: 4342.588379
Train Epoch: 22 [0192/1427 (13%)] Rec: 4345.958, KLD: 0.053644, Loss: 4346.011719
Train Epoch: 22 [0384/1427 (26%)] Rec: 4313.161, KLD: -0.000000, Loss: 4313.161133
Train Epoch: 22 [0576/1427 (39%)] Rec: 4465.052, KLD: 0.008941, Loss: 4465.060547
Train Epoch: 22 [0768/1427 (52%)] Rec: 4352.885, KLD: 0.026822, Loss: 4352.911621
Train Epoch: 22 [0960/1427 (65%)] Rec: 4253.831, KLD: 0.026822, Loss: 4253.857910
Train Epoch: 22 [1152/1427 (78%)] Rec: 4081.558, KLD: 0.020862, Loss: 4081.578369
Train Epoch: 22 [1344/1427 (91%)] Rec: 5183.343, KLD: -0.002980, Loss: 5183.339844
====> Epoch: 22 Average loss: 71.73201
Training time for epoch: 28.22s
======================================================
Train Epoch: 23 [0000/1427 (0%)] Rec: 4325.337, KLD: 0.038743, Loss: 4325.375977
Train Epoch: 23 [0192/1427 (13%)] Rec: 4335.301, KLD: 0.044703, Loss: 4335.345703
Train Epoch: 23 [0384/1427 (26%)] Rec: 4301.750, KLD: 0.023842, Loss: 4301.774414
Train Epoch: 23 [0576/1427 (39%)] Rec: 4460.478, KLD: 0.005960, Loss: 4460.483398
Train Epoch: 23 [0768/1427 (52%)] Rec: 4335.822, KLD: 0.023842, Loss: 4335.846191
Train Epoch: 23 [0960/1427 (65%)] Rec: 4226.401, KLD: 0.035763, Loss: 4226.436523
Train Epoch: 23 [1152/1427 (78%)] Rec: 4045.150, KLD: -0.020862, Loss: 4045.129150
Train Epoch: 23 [1344/1427 (91%)] Rec: 5149.463, KLD: -0.017881, Loss: 5149.445312
====> Epoch: 23 Average loss: 71.40325
Training time for epoch: 28.21s
======================================================
Train Epoch: 24 [0000/1427 (0%)] Rec: 4301.287, KLD: 0.038743, Loss: 4301.325684
Train Epoch: 24 [0192/1427 (13%)] Rec: 4290.044, KLD: 0.014901, Loss: 4290.059570
Train Epoch: 24 [0384/1427 (26%)] Rec: 4234.220, KLD: -0.008941, Loss: 4234.210938
Train Epoch: 24 [0576/1427 (39%)] Rec: 4419.173, KLD: 0.029802, Loss: 4419.202637
Train Epoch: 24 [0768/1427 (52%)] Rec: 4315.383, KLD: 0.002980, Loss: 4315.386230
Train Epoch: 24 [0960/1427 (65%)] Rec: 4205.479, KLD: 0.020862, Loss: 4205.499512
Train Epoch: 24 [1152/1427 (78%)] Rec: 4012.175, KLD: 0.056624, Loss: 4012.231689
Train Epoch: 24 [1344/1427 (91%)] Rec: 5153.781, KLD: 0.008941, Loss: 5153.789551
====> Epoch: 24 Average loss: 70.91280
Training time for epoch: 28.26s
======================================================
Train Epoch: 25 [0000/1427 (0%)] Rec: 4265.750, KLD: 0.041723, Loss: 4265.791504
Train Epoch: 25 [0192/1427 (13%)] Rec: 4255.803, KLD: 0.065565, Loss: 4255.868164
Train Epoch: 25 [0384/1427 (26%)] Rec: 4188.773, KLD: 0.032783, Loss: 4188.806152
Train Epoch: 25 [0576/1427 (39%)] Rec: 4394.392, KLD: 0.026822, Loss: 4394.418457
Train Epoch: 25 [0768/1427 (52%)] Rec: 4279.758, KLD: 0.017881, Loss: 4279.775879
Train Epoch: 25 [0960/1427 (65%)] Rec: 4144.127, KLD: -0.008941, Loss: 4144.118164
Train Epoch: 25 [1152/1427 (78%)] Rec: 3960.953, KLD: -0.017881, Loss: 3960.935303
Train Epoch: 25 [1344/1427 (91%)] Rec: 5111.450, KLD: 0.035763, Loss: 5111.485840
====> Epoch: 25 Average loss: 70.16216
Training time for epoch: 29.10s
======================================================
Train Epoch: 26 [0000/1427 (0%)] Rec: 4193.157, KLD: 0.068545, Loss: 4193.225586
Train Epoch: 26 [0192/1427 (13%)] Rec: 4203.583, KLD: 0.053644, Loss: 4203.636719
Train Epoch: 26 [0384/1427 (26%)] Rec: 4080.267, KLD: -0.020862, Loss: 4080.246338
Train Epoch: 26 [0576/1427 (39%)] Rec: 4379.509, KLD: 0.017881, Loss: 4379.526855
Train Epoch: 26 [0768/1427 (52%)] Rec: 4241.943, KLD: 0.032783, Loss: 4241.976074
Train Epoch: 26 [0960/1427 (65%)] Rec: 4062.125, KLD: 0.002980, Loss: 4062.128174
Train Epoch: 26 [1152/1427 (78%)] Rec: 3891.709, KLD: 0.023842, Loss: 3891.732910
Train Epoch: 26 [1344/1427 (91%)] Rec: 5081.871, KLD: 0.011921, Loss: 5081.882812
====> Epoch: 26 Average loss: 69.41517
Training time for epoch: 28.38s
======================================================
Train Epoch: 27 [0000/1427 (0%)] Rec: 4144.751, KLD: 0.023842, Loss: 4144.775391
Train Epoch: 27 [0192/1427 (13%)] Rec: 4125.910, KLD: 0.068545, Loss: 4125.978027
Train Epoch: 27 [0384/1427 (26%)] Rec: 4040.843, KLD: -0.005960, Loss: 4040.837158
Train Epoch: 27 [0576/1427 (39%)] Rec: 4345.512, KLD: 0.026822, Loss: 4345.539062
Train Epoch: 27 [0768/1427 (52%)] Rec: 4216.766, KLD: 0.053644, Loss: 4216.819336
Train Epoch: 27 [0960/1427 (65%)] Rec: 4031.610, KLD: 0.062585, Loss: 4031.672852
Train Epoch: 27 [1152/1427 (78%)] Rec: 3860.048, KLD: -0.029802, Loss: 3860.018066
Train Epoch: 27 [1344/1427 (91%)] Rec: 5012.964, KLD: 0.011921, Loss: 5012.976074
====> Epoch: 27 Average loss: 68.73836
Training time for epoch: 28.28s
======================================================
Train Epoch: 28 [0000/1427 (0%)] Rec: 4124.688, KLD: 0.068545, Loss: 4124.756836
Train Epoch: 28 [0192/1427 (13%)] Rec: 4086.538, KLD: 0.080466, Loss: 4086.618164
Train Epoch: 28 [0384/1427 (26%)] Rec: 4011.520, KLD: 0.053644, Loss: 4011.573730
Train Epoch: 28 [0576/1427 (39%)] Rec: 4324.296, KLD: 0.023842, Loss: 4324.319824
Train Epoch: 28 [0768/1427 (52%)] Rec: 4194.101, KLD: 0.038743, Loss: 4194.139160
Train Epoch: 28 [0960/1427 (65%)] Rec: 3990.153, KLD: 0.023842, Loss: 3990.176758
Train Epoch: 28 [1152/1427 (78%)] Rec: 3860.566, KLD: 0.014901, Loss: 3860.580566
Train Epoch: 28 [1344/1427 (91%)] Rec: 4934.599, KLD: 0.029802, Loss: 4934.628418
====> Epoch: 28 Average loss: 68.21121
Training time for epoch: 28.28s
======================================================
Train Epoch: 29 [0000/1427 (0%)] Rec: 4103.738, KLD: 0.038743, Loss: 4103.776855
Train Epoch: 29 [0192/1427 (13%)] Rec: 4042.153, KLD: 0.065565, Loss: 4042.218506
Train Epoch: 29 [0384/1427 (26%)] Rec: 3973.719, KLD: 0.005960, Loss: 3973.724365
Train Epoch: 29 [0576/1427 (39%)] Rec: 4308.748, KLD: -0.000000, Loss: 4308.747559
Train Epoch: 29 [0768/1427 (52%)] Rec: 4146.316, KLD: 0.014901, Loss: 4146.331543
Train Epoch: 29 [0960/1427 (65%)] Rec: 3985.406, KLD: 0.044703, Loss: 3985.450928
Train Epoch: 29 [1152/1427 (78%)] Rec: 3823.919, KLD: 0.008941, Loss: 3823.927734
Train Epoch: 29 [1344/1427 (91%)] Rec: 4943.005, KLD: 0.029802, Loss: 4943.034668
====> Epoch: 29 Average loss: 67.84180
Training time for epoch: 28.23s
======================================================
Train Epoch: 30 [0000/1427 (0%)] Rec: 4072.671, KLD: 0.044703, Loss: 4072.715576
Train Epoch: 30 [0192/1427 (13%)] Rec: 4038.344, KLD: 0.056624, Loss: 4038.400879
Train Epoch: 30 [0384/1427 (26%)] Rec: 3939.877, KLD: 0.014901, Loss: 3939.892334
Train Epoch: 30 [0576/1427 (39%)] Rec: 4271.476, KLD: 0.068545, Loss: 4271.544434
Train Epoch: 30 [0768/1427 (52%)] Rec: 4166.829, KLD: 0.041723, Loss: 4166.870605
Train Epoch: 30 [0960/1427 (65%)] Rec: 3955.844, KLD: 0.032783, Loss: 3955.876953
Train Epoch: 30 [1152/1427 (78%)] Rec: 3803.041, KLD: 0.020862, Loss: 3803.062012
Train Epoch: 30 [1344/1427 (91%)] Rec: 4900.229, KLD: 0.026822, Loss: 4900.256348
====> Epoch: 30 Average loss: 67.47607
Training time for epoch: 28.26s
======================================================
Train Epoch: 31 [0000/1427 (0%)] Rec: 4058.556, KLD: 0.011921, Loss: 4058.568359
Train Epoch: 31 [0192/1427 (13%)] Rec: 4011.302, KLD: 0.059605, Loss: 4011.362061
Train Epoch: 31 [0384/1427 (26%)] Rec: 3933.751, KLD: 0.014901, Loss: 3933.766113
Train Epoch: 31 [0576/1427 (39%)] Rec: 4274.380, KLD: -0.000000, Loss: 4274.379883
Train Epoch: 31 [0768/1427 (52%)] Rec: 4138.614, KLD: 0.047684, Loss: 4138.662109
Train Epoch: 31 [0960/1427 (65%)] Rec: 3955.036, KLD: 0.032783, Loss: 3955.068359
Train Epoch: 31 [1152/1427 (78%)] Rec: 3794.421, KLD: 0.011921, Loss: 3794.433105
Train Epoch: 31 [1344/1427 (91%)] Rec: 4900.260, KLD: 0.041723, Loss: 4900.301758
====> Epoch: 31 Average loss: 67.18801
Training time for epoch: 28.26s
======================================================
Train Epoch: 32 [0000/1427 (0%)] Rec: 4065.248, KLD: 0.017881, Loss: 4065.265381
Train Epoch: 32 [0192/1427 (13%)] Rec: 3969.717, KLD: 0.044703, Loss: 3969.761475
Train Epoch: 32 [0384/1427 (26%)] Rec: 3932.668, KLD: 0.029802, Loss: 3932.697754
Train Epoch: 32 [0576/1427 (39%)] Rec: 4255.622, KLD: 0.017881, Loss: 4255.640137
Train Epoch: 32 [0768/1427 (52%)] Rec: 4138.777, KLD: 0.020862, Loss: 4138.798340
Train Epoch: 32 [0960/1427 (65%)] Rec: 3936.379, KLD: 0.059605, Loss: 3936.438477
Train Epoch: 32 [1152/1427 (78%)] Rec: 3782.352, KLD: 0.017881, Loss: 3782.369873
Train Epoch: 32 [1344/1427 (91%)] Rec: 4926.119, KLD: -0.000000, Loss: 4926.119141
====> Epoch: 32 Average loss: 67.05698
Training time for epoch: 28.25s
======================================================
Train Epoch: 33 [0000/1427 (0%)] Rec: 4044.770, KLD: 0.020862, Loss: 4044.790771
Train Epoch: 33 [0192/1427 (13%)] Rec: 3975.695, KLD: 0.047684, Loss: 3975.742676
Train Epoch: 33 [0384/1427 (26%)] Rec: 3908.936, KLD: -0.002980, Loss: 3908.932617
Train Epoch: 33 [0576/1427 (39%)] Rec: 4262.639, KLD: 0.044703, Loss: 4262.683594
Train Epoch: 33 [0768/1427 (52%)] Rec: 4132.521, KLD: 0.029802, Loss: 4132.550293
Train Epoch: 33 [0960/1427 (65%)] Rec: 3924.888, KLD: 0.032783, Loss: 3924.920898
Train Epoch: 33 [1152/1427 (78%)] Rec: 3786.523, KLD: 0.008941, Loss: 3786.531982
Train Epoch: 33 [1344/1427 (91%)] Rec: 4880.928, KLD: 0.032783, Loss: 4880.960449
====> Epoch: 33 Average loss: 66.92349
Training time for epoch: 28.26s
======================================================
Train Epoch: 34 [0000/1427 (0%)] Rec: 4025.491, KLD: 0.023842, Loss: 4025.514648
Train Epoch: 34 [0192/1427 (13%)] Rec: 3953.001, KLD: 0.047684, Loss: 3953.048584
Train Epoch: 34 [0384/1427 (26%)] Rec: 3895.434, KLD: 0.002980, Loss: 3895.436768
Train Epoch: 34 [0576/1427 (39%)] Rec: 4242.276, KLD: 0.047684, Loss: 4242.324219
Train Epoch: 34 [0768/1427 (52%)] Rec: 4099.573, KLD: 0.044703, Loss: 4099.618164
Train Epoch: 34 [0960/1427 (65%)] Rec: 3919.910, KLD: -0.000000, Loss: 3919.909912
Train Epoch: 34 [1152/1427 (78%)] Rec: 3758.585, KLD: -0.011921, Loss: 3758.573486
Train Epoch: 34 [1344/1427 (91%)] Rec: 4905.546, KLD: 0.017881, Loss: 4905.563965
====> Epoch: 34 Average loss: 66.74415
Training time for epoch: 28.14s
======================================================
Train Epoch: 35 [0000/1427 (0%)] Rec: 4025.320, KLD: 0.044703, Loss: 4025.364990
Train Epoch: 35 [0192/1427 (13%)] Rec: 3943.988, KLD: 0.041723, Loss: 3944.029297
Train Epoch: 35 [0384/1427 (26%)] Rec: 3882.209, KLD: 0.008941, Loss: 3882.218506
Train Epoch: 35 [0576/1427 (39%)] Rec: 4240.766, KLD: 0.032783, Loss: 4240.798340
Train Epoch: 35 [0768/1427 (52%)] Rec: 4082.919, KLD: 0.032783, Loss: 4082.951416
Train Epoch: 35 [0960/1427 (65%)] Rec: 3891.542, KLD: 0.044703, Loss: 3891.587158
Train Epoch: 35 [1152/1427 (78%)] Rec: 3749.430, KLD: 0.014901, Loss: 3749.444580
Train Epoch: 35 [1344/1427 (91%)] Rec: 4861.264, KLD: 0.020862, Loss: 4861.285156
====> Epoch: 35 Average loss: 66.60350
Training time for epoch: 28.22s
======================================================
Train Epoch: 36 [0000/1427 (0%)] Rec: 4015.821, KLD: 0.047684, Loss: 4015.868408
Train Epoch: 36 [0192/1427 (13%)] Rec: 3939.987, KLD: 0.074506, Loss: 3940.061035
Train Epoch: 36 [0384/1427 (26%)] Rec: 3860.790, KLD: 0.017881, Loss: 3860.807617
Train Epoch: 36 [0576/1427 (39%)] Rec: 4221.463, KLD: 0.038743, Loss: 4221.501465
Train Epoch: 36 [0768/1427 (52%)] Rec: 4093.616, KLD: 0.023842, Loss: 4093.639893
Train Epoch: 36 [0960/1427 (65%)] Rec: 3889.181, KLD: 0.071526, Loss: 3889.252686
Train Epoch: 36 [1152/1427 (78%)] Rec: 3730.717, KLD: 0.005960, Loss: 3730.723145
Train Epoch: 36 [1344/1427 (91%)] Rec: 4845.204, KLD: 0.002980, Loss: 4845.207031
====> Epoch: 36 Average loss: 66.40742
Training time for epoch: 28.21s
======================================================
Train Epoch: 37 [0000/1427 (0%)] Rec: 4014.521, KLD: 0.032783, Loss: 4014.554199
Train Epoch: 37 [0192/1427 (13%)] Rec: 3921.180, KLD: 0.056624, Loss: 3921.237061
Train Epoch: 37 [0384/1427 (26%)] Rec: 3876.266, KLD: 0.002980, Loss: 3876.269043
Train Epoch: 37 [0576/1427 (39%)] Rec: 4214.917, KLD: 0.023842, Loss: 4214.940430
Train Epoch: 37 [0768/1427 (52%)] Rec: 4097.261, KLD: -0.020862, Loss: 4097.239746
Train Epoch: 37 [0960/1427 (65%)] Rec: 3887.000, KLD: 0.032783, Loss: 3887.032715
Train Epoch: 37 [1152/1427 (78%)] Rec: 3746.952, KLD: -0.017881, Loss: 3746.933838
Train Epoch: 37 [1344/1427 (91%)] Rec: 4873.521, KLD: 0.041723, Loss: 4873.562988
====> Epoch: 37 Average loss: 66.37811
Training time for epoch: 28.29s
======================================================
Train Epoch: 38 [0000/1427 (0%)] Rec: 4014.810, KLD: 0.032783, Loss: 4014.842773
Train Epoch: 38 [0192/1427 (13%)] Rec: 3918.608, KLD: 0.062585, Loss: 3918.670410
Train Epoch: 38 [0384/1427 (26%)] Rec: 3884.989, KLD: 0.023842, Loss: 3885.013184
Train Epoch: 38 [0576/1427 (39%)] Rec: 4199.905, KLD: 0.032783, Loss: 4199.937988
Train Epoch: 38 [0768/1427 (52%)] Rec: 4103.084, KLD: 0.017881, Loss: 4103.102539
Train Epoch: 38 [0960/1427 (65%)] Rec: 3887.792, KLD: 0.038743, Loss: 3887.831299
Train Epoch: 38 [1152/1427 (78%)] Rec: 3726.745, KLD: 0.002980, Loss: 3726.748291
Train Epoch: 38 [1344/1427 (91%)] Rec: 4844.274, KLD: 0.017881, Loss: 4844.292480
====> Epoch: 38 Average loss: 66.30684
Training time for epoch: 28.25s
======================================================
Train Epoch: 39 [0000/1427 (0%)] Rec: 4006.320, KLD: 0.059605, Loss: 4006.379150
Train Epoch: 39 [0192/1427 (13%)] Rec: 3918.456, KLD: 0.062585, Loss: 3918.518555
Train Epoch: 39 [0384/1427 (26%)] Rec: 3861.313, KLD: 0.011921, Loss: 3861.325439
Train Epoch: 39 [0576/1427 (39%)] Rec: 4186.067, KLD: 0.035763, Loss: 4186.103027
Train Epoch: 39 [0768/1427 (52%)] Rec: 4092.453, KLD: 0.005960, Loss: 4092.458740
Train Epoch: 39 [0960/1427 (65%)] Rec: 3881.064, KLD: 0.008941, Loss: 3881.073242
Train Epoch: 39 [1152/1427 (78%)] Rec: 3736.519, KLD: -0.002980, Loss: 3736.516357
Train Epoch: 39 [1344/1427 (91%)] Rec: 4832.663, KLD: 0.017881, Loss: 4832.681152
====> Epoch: 39 Average loss: 66.15196
Training time for epoch: 28.32s
======================================================
Train Epoch: 40 [0000/1427 (0%)] Rec: 4009.232, KLD: 0.038743, Loss: 4009.270752
Train Epoch: 40 [0192/1427 (13%)] Rec: 3892.476, KLD: 0.050664, Loss: 3892.527100
Train Epoch: 40 [0384/1427 (26%)] Rec: 3852.266, KLD: -0.014901, Loss: 3852.250977
Train Epoch: 40 [0576/1427 (39%)] Rec: 4202.350, KLD: 0.047684, Loss: 4202.397949
Train Epoch: 40 [0768/1427 (52%)] Rec: 4075.646, KLD: 0.023842, Loss: 4075.669678
Train Epoch: 40 [0960/1427 (65%)] Rec: 3871.795, KLD: 0.020862, Loss: 3871.816162
Train Epoch: 40 [1152/1427 (78%)] Rec: 3713.910, KLD: 0.002980, Loss: 3713.912598
Train Epoch: 40 [1344/1427 (91%)] Rec: 4804.302, KLD: -0.005960, Loss: 4804.295898
====> Epoch: 40 Average loss: 66.01916
Training time for epoch: 28.11s
======================================================
Train Epoch: 41 [0000/1427 (0%)] Rec: 4018.196, KLD: 0.011921, Loss: 4018.208252
Train Epoch: 41 [0192/1427 (13%)] Rec: 3894.513, KLD: 0.038743, Loss: 3894.552246
Train Epoch: 41 [0384/1427 (26%)] Rec: 3863.633, KLD: -0.014901, Loss: 3863.617920
Train Epoch: 41 [0576/1427 (39%)] Rec: 4184.485, KLD: 0.062585, Loss: 4184.547363
Train Epoch: 41 [0768/1427 (52%)] Rec: 4093.609, KLD: 0.044703, Loss: 4093.653320
Train Epoch: 41 [0960/1427 (65%)] Rec: 3890.058, KLD: 0.005960, Loss: 3890.063721
Train Epoch: 41 [1152/1427 (78%)] Rec: 3712.676, KLD: 0.029802, Loss: 3712.705322
Train Epoch: 41 [1344/1427 (91%)] Rec: 4864.593, KLD: 0.008941, Loss: 4864.602051
====> Epoch: 41 Average loss: 66.06073
Training time for epoch: 28.01s
======================================================
Train Epoch: 42 [0000/1427 (0%)] Rec: 4003.633, KLD: 0.041723, Loss: 4003.675049
Train Epoch: 42 [0192/1427 (13%)] Rec: 3906.553, KLD: 0.044703, Loss: 3906.597900
Train Epoch: 42 [0384/1427 (26%)] Rec: 3852.491, KLD: 0.008941, Loss: 3852.500244
Train Epoch: 42 [0576/1427 (39%)] Rec: 4157.104, KLD: 0.032783, Loss: 4157.136230
Train Epoch: 42 [0768/1427 (52%)] Rec: 4086.681, KLD: 0.035763, Loss: 4086.717041
Train Epoch: 42 [0960/1427 (65%)] Rec: 3883.251, KLD: 0.002980, Loss: 3883.253662
Train Epoch: 42 [1152/1427 (78%)] Rec: 3706.988, KLD: 0.011921, Loss: 3706.999756
Train Epoch: 42 [1344/1427 (91%)] Rec: 4822.143, KLD: 0.014901, Loss: 4822.157715
====> Epoch: 42 Average loss: 65.97366
Training time for epoch: 28.11s
======================================================
Train Epoch: 43 [0000/1427 (0%)] Rec: 4007.696, KLD: 0.038743, Loss: 4007.735107
Train Epoch: 43 [0192/1427 (13%)] Rec: 3904.126, KLD: 0.065565, Loss: 3904.192139
Train Epoch: 43 [0384/1427 (26%)] Rec: 3855.742, KLD: 0.026822, Loss: 3855.768555
Train Epoch: 43 [0576/1427 (39%)] Rec: 4166.613, KLD: 0.044703, Loss: 4166.658203
Train Epoch: 43 [0768/1427 (52%)] Rec: 4086.439, KLD: 0.053644, Loss: 4086.492676
Train Epoch: 43 [0960/1427 (65%)] Rec: 3876.682, KLD: 0.020862, Loss: 3876.702637
Train Epoch: 43 [1152/1427 (78%)] Rec: 3717.759, KLD: 0.032783, Loss: 3717.791992
Train Epoch: 43 [1344/1427 (91%)] Rec: 4784.347, KLD: 0.020862, Loss: 4784.367676
====> Epoch: 43 Average loss: 65.83491
Training time for epoch: 28.65s
======================================================
Train Epoch: 44 [0000/1427 (0%)] Rec: 4002.085, KLD: 0.026822, Loss: 4002.112305
Train Epoch: 44 [0192/1427 (13%)] Rec: 3886.490, KLD: 0.056624, Loss: 3886.547119
Train Epoch: 44 [0384/1427 (26%)] Rec: 3842.454, KLD: 0.008941, Loss: 3842.463379
Train Epoch: 44 [0576/1427 (39%)] Rec: 4155.444, KLD: 0.005960, Loss: 4155.450195
Train Epoch: 44 [0768/1427 (52%)] Rec: 4092.882, KLD: 0.017881, Loss: 4092.899902
Train Epoch: 44 [0960/1427 (65%)] Rec: 3893.075, KLD: 0.005960, Loss: 3893.081299
Train Epoch: 44 [1152/1427 (78%)] Rec: 3709.935, KLD: 0.023842, Loss: 3709.959229
Train Epoch: 44 [1344/1427 (91%)] Rec: 4806.825, KLD: 0.020862, Loss: 4806.846191
====> Epoch: 44 Average loss: 65.78828
Training time for epoch: 29.21s
======================================================
Train Epoch: 45 [0000/1427 (0%)] Rec: 3978.354, KLD: 0.035763, Loss: 3978.389893
Train Epoch: 45 [0192/1427 (13%)] Rec: 3908.773, KLD: 0.059605, Loss: 3908.832275
Train Epoch: 45 [0384/1427 (26%)] Rec: 3837.212, KLD: 0.029802, Loss: 3837.241699
Train Epoch: 45 [0576/1427 (39%)] Rec: 4140.173, KLD: 0.026822, Loss: 4140.199707
Train Epoch: 45 [0768/1427 (52%)] Rec: 4088.109, KLD: 0.059605, Loss: 4088.168213
Train Epoch: 45 [0960/1427 (65%)] Rec: 3894.896, KLD: 0.017881, Loss: 3894.914307
Train Epoch: 45 [1152/1427 (78%)] Rec: 3702.910, KLD: 0.020862, Loss: 3702.930908
Train Epoch: 45 [1344/1427 (91%)] Rec: 4769.430, KLD: 0.014901, Loss: 4769.444824
====> Epoch: 45 Average loss: 65.76067
Training time for epoch: 28.72s
======================================================
Train Epoch: 46 [0000/1427 (0%)] Rec: 3994.316, KLD: 0.026822, Loss: 3994.342773
Train Epoch: 46 [0192/1427 (13%)] Rec: 3914.934, KLD: 0.029802, Loss: 3914.963379
Train Epoch: 46 [0384/1427 (26%)] Rec: 3833.982, KLD: 0.002980, Loss: 3833.984863
Train Epoch: 46 [0576/1427 (39%)] Rec: 4144.903, KLD: 0.032783, Loss: 4144.935547
Train Epoch: 46 [0768/1427 (52%)] Rec: 4070.742, KLD: 0.017881, Loss: 4070.760254
Train Epoch: 46 [0960/1427 (65%)] Rec: 3901.204, KLD: 0.044703, Loss: 3901.248779
Train Epoch: 46 [1152/1427 (78%)] Rec: 3706.867, KLD: 0.005960, Loss: 3706.872559
Train Epoch: 46 [1344/1427 (91%)] Rec: 4775.105, KLD: 0.014901, Loss: 4775.120117
====> Epoch: 46 Average loss: 65.72444
Training time for epoch: 28.68s
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Train Epoch: 47 [0000/1427 (0%)] Rec: 3977.931, KLD: 0.047684, Loss: 3977.978271
Train Epoch: 47 [0192/1427 (13%)] Rec: 3903.150, KLD: 0.044703, Loss: 3903.195068
Train Epoch: 47 [0384/1427 (26%)] Rec: 3843.193, KLD: 0.005960, Loss: 3843.199219
Train Epoch: 47 [0576/1427 (39%)] Rec: 4141.552, KLD: 0.041723, Loss: 4141.593262
Train Epoch: 47 [0768/1427 (52%)] Rec: 4062.405, KLD: 0.023842, Loss: 4062.428711
Train Epoch: 47 [0960/1427 (65%)] Rec: 3907.453, KLD: 0.014901, Loss: 3907.468018
Train Epoch: 47 [1152/1427 (78%)] Rec: 3711.925, KLD: 0.032783, Loss: 3711.958008
Train Epoch: 47 [1344/1427 (91%)] Rec: 4799.992, KLD: 0.014901, Loss: 4800.007324
====> Epoch: 47 Average loss: 65.70659
Training time for epoch: 27.62s
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Train Epoch: 48 [0000/1427 (0%)] Rec: 3957.629, KLD: 0.035763, Loss: 3957.665039
Train Epoch: 48 [0192/1427 (13%)] Rec: 3895.159, KLD: 0.038743, Loss: 3895.197998
Train Epoch: 48 [0384/1427 (26%)] Rec: 3851.471, KLD: 0.023842, Loss: 3851.494629
Train Epoch: 48 [0576/1427 (39%)] Rec: 4140.117, KLD: 0.068545, Loss: 4140.185547
Train Epoch: 48 [0768/1427 (52%)] Rec: 4058.464, KLD: 0.038743, Loss: 4058.502441
Train Epoch: 48 [0960/1427 (65%)] Rec: 3917.583, KLD: 0.041723, Loss: 3917.624268
Train Epoch: 48 [1152/1427 (78%)] Rec: 3697.169, KLD: 0.002980, Loss: 3697.171875
Train Epoch: 48 [1344/1427 (91%)] Rec: 4787.321, KLD: -0.023842, Loss: 4787.297363
====> Epoch: 48 Average loss: 65.73428
Training time for epoch: 27.80s
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Train Epoch: 49 [0000/1427 (0%)] Rec: 3963.367, KLD: 0.062585, Loss: 3963.429443
Train Epoch: 49 [0192/1427 (13%)] Rec: 3923.073, KLD: 0.059605, Loss: 3923.132812
Train Epoch: 49 [0384/1427 (26%)] Rec: 3840.030, KLD: 0.008941, Loss: 3840.039307
Train Epoch: 49 [0576/1427 (39%)] Rec: 4166.864, KLD: 0.053644, Loss: 4166.917969
Train Epoch: 49 [0768/1427 (52%)] Rec: 4050.441, KLD: 0.005960, Loss: 4050.446777
Train Epoch: 49 [0960/1427 (65%)] Rec: 3923.044, KLD: 0.014901, Loss: 3923.058838
Train Epoch: 49 [1152/1427 (78%)] Rec: 3710.494, KLD: 0.002980, Loss: 3710.497070
Train Epoch: 49 [1344/1427 (91%)] Rec: 4769.342, KLD: 0.002980, Loss: 4769.344727
====> Epoch: 49 Average loss: 65.77142
Training time for epoch: 27.71s
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